4.6 Article

A phenome-wide association study of 26 mendelian genes reveals phenotypic expressivity of common and rare variants within the general population

Journal

PLOS GENETICS
Volume 16, Issue 11, Pages -

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PUBLIC LIBRARY SCIENCE
DOI: 10.1371/journal.pgen.1008802

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Funding

  1. National Institutes of Health [R00HL130523]
  2. Stanford CVI-MCHRI Seed Grant
  3. Stanford University
  4. National Institute of Health [5U01 HG009080, R01HG010140, R24OD011883]

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The clinical evaluation of a genetic syndrome relies upon recognition of a characteristic pattern of signs or symptoms to guide targeted genetic testing for confirmation of the diagnosis. However, individuals displaying a single phenotype of a complex syndrome may not meet criteria for clinical diagnosis or genetic testing. Here, we present a phenome-wide association study (PheWAS) approach to systematically explore the phenotypic expressivity of common and rare alleles in genes associated with four well-described syndromic diseases (Alagille (AS), Marfan (MS), DiGeorge (DS), and Noonan (NS) syndromes) in the general population. Using human phenotype ontology (HPO) terms, we systematically mapped 60 phenotypes related to AS, MS, DS and NS in 337,198 unrelated white British from the UK Biobank (UKBB) based on their hospital admission records, self-administrated questionnaires, and physiological measurements. We performed logistic regression adjusting for age, sex, and the first 5 genetic principal components, for each phenotype and each variant in the target genes (JAG1, NOTCH2 FBN1, PTPN1 and RAS-opathy genes, and genes in the 22q11.2 locus) and performed a gene burden test. Overall, we observed multiple phenotype-genotype correlations, such as the association between variation in JAG1, FBN1, PTPN11 and SOS2 with diastolic and systolic blood pressure; and pleiotropy among multiple variants in syndromic genes. For example, rs11066309 in PTPN11 was significantly associated with a lower body mass index, an increased risk of hypothyroidism and a smaller size for gestational age, all in concordance with NS-related phenotypes. Similarly, rs589668 in FBN1 was associated with an increase in body height and blood pressure, and a reduced body fat percentage as observed in Marfan syndrome. Our findings suggest that the spectrum of associations of common and rare variants in genes involved in syndromic diseases can be extended to individual phenotypes within the general population. Author summary Standard medical evaluation of genetic syndromes relies upon recognizing a characteristic pattern of signs or symptoms to guide targeted genetic testing for confirmation of the diagnosis. This may lead to missing diagnoses in patients with silent or a low expressed form of the syndrome. Here we take advantage of a rich electronic health record, various phenotypic measurements, and genetic information in 337,198 unrelated white British from the UKBB, to study the relation between single syndromic disease phenotypes and genes related to syndromic disease. We show multiple phenotype-genotype associations in concordance with phenotypes variations found in syndromic diseases. For example, we show that a commonly found variant in FBN1 was associated with high standing/sitting height ratio and reduced body fat percentage as observed in individuals with Marfan syndrome. Our findings suggest that common and rare alleles in syndromic disease genes are causative of individual component phenotypes present in a general population; further research is needed to characterize the pleiotropic effect of alleles in syndromic genes in persons without the syndromic disease.

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Trembath, Qin Qin Huang, Hilary C. Martin, Dan Mason, John Wright, Sarah Finer, Shaheen Akhtar, Mohammad Anwar, Elena Arciero, Samina Ashraf, Gerome Breen, Raymond Chung, Charles J. Curtis, Maharun Chowdhury, Grainne Colligan, Panos Deloukas, Ceri Durham, Chris Griffiths, Matt Hurles, Shapna Hussain, Kamrul Islam, Ahsan Khan, Amara Khan, Cath Lavery, Sang Hyuck Lee, Robin Lerner, Daniel MacArthur, Bev MacLaughlin, Hilary Martin, Shefa Miah, Bill Newman, Nishat Safa, Farah Tahmasebi, Christopher J. Griffiths, Albert Smith, Andrew P. Boughton, Kevin W. Li, Jonathon LeFaive, Aubrey Annis, Sebastian Zollner, Jiongming Wang, Andrew Beck, Cinthia E. Jannes, Jose E. Krieger, Alexandre C. Pereira, Mariliza Velho, Emanuelle Marques, Isabella Ramos Lima, Mauricio Teruo Tada, Karina Valino, Mark McCarthy, Carrie Rosenberger, Diana Chang, Christian Hammer, Julie Hunkapiller, Anubha Mahajan, Sarah Pendergrass, Lara Sucheston-Campbell, Brian Yaspan, Jong Eun Lee, Hyun Soo Lee, Eunsoon Shin, Hye Yoon Jang, Sunmie Kim, Sungmin Kym, Yeon-Sook Kim, Hyeongseok Jeong, Ana Alegria, Ki Tae Kwon, Shin-Woo Kim, Jin Yong Kim, Young Rock Jang, Hyun Ah Kim, Ji Yeon Lee, Jeong Eun Lee, Shinwon Lee, Kang-Won Choe, Yu Min Kang, Sun Ha Jee, Keum Ji Jung, Victoria Parikh, Matthew Wheeler, Karen Dalton, Jeff Christle, John Gorzynski, Hannah de Jong, Shirley Sutton, Nathan Youlton, Ruchi Joshi, David Jimenez-Morales, Christopher Hughes, David Amar, Steve Hershman, Anna Kirillova, Kinya Seo, Yong Huang, Archana Raja, Jimmy Zhen, Euan Ashley, Carlos Bustamante, Manuel Rivas, Alex Ioannidis, Benjamin Pinksy, Massa Shoura, Nathan Hammond, Nathaniel Watson, ChunHong Huang, Malaya Sahoo, Hannah Wang, Phillip Febbo, Kyle Farh, Gary P. Schroth, Francis DeSouza, Christopher Deboever, Sandor Szalma, Simone Rubinacci, Olivier Delaneau, Peter J. McGuigan, Christopher Wasson, Stephanie Finn, Jackie Green, Erin Collins, Bernadette King, Luke Stephen Prockter Moore, Marcela Paola Vizcaychipi, Laura Gomes de Almeida Martins, Jaime Carungcong, Kathryn Hall, Isheunesu Mapfunde, Andy Campbell, Sara Smuts, Joseph Duffield, Oliver Smith, Lewis Mallon, Watkins Claire, Ailstair Nichol, Kathy Brickell, Michelle Smyth, Lorna Murphy, Geraldine Ward, Pamela Bremmer, Valerie Joan Page, Siobhain Carmody, Malcolm G. Semple, Tom Solomon, Lance C. W. Turtle, Hayley Hardwick, Kayode Adeniji, Daniel Agranoff, Chi Eziefula, Ken Agwuh, Dhiraj Ail, Erin L. Aldera, Louise Allen, Eva Beranova, Nikki Crisp, Joanne Deery, Tracy Hazelton, Alicia Knight, Carly Price, Sorrell Tilbey, Salah Turki, Sharon Turney, Brian Angus, Abdul Ashish, Dougal Atkinson, Shahedal Bari, Gavin Barlow, Stella Barnass, Nicholas Barrett, Sam Douthwaite, Marlies Ostermann, Manu Shankar-Hari, Christopher Bassford, Sneha Basude, David Baxter, Michael Beadsworth, Ingeborg Welters, Jolanta Bernatoniene, John Berridge, Nicola Best, Pieter Bothma, Darell Tupper-Carey, David Chadwick, Robin Brittain-Long, Naomi Bulteel, Lee Murphy, Nicola Wrobel, Sarah McCafferty, Kirstie Morrice, Alan MacLean, Tom Burden, Andrew Burtenshaw, Vikki Caruth, Duncan Chambler, Nigel Chee, Jenny Child, Srikanth Chukkambotla, Tom Clark, Paul Collini, Cariad Evans, Gary H. Mills, Norfaizan Ahmad, Joann Barker, Kris Bauchmuller, Sarah Bird, Kay Cawthron, Kate Harrington, Yvonne Jackson, Faith Kibutu, Becky Lenagh, Shamiso Masuko, Ajay Raithatha, Matthew Wiles, Jayne Willson, Helen Newell, Alison Lye, Lorenza Nwafor, Claire Jarman, Sarah Rowland-Jones, David Foote, Joby Cole, Roger Thompson, James Watson, Lisa Hesseldon, Irene Macharia, Luke Chetam, Jacqui Smith, Amber Ford, Samantha Anderson, Kathryn Birchall, Kay Housley, Sara Walker, Leanne Milner, Helena Hanratty, Helen Trower, Patrick Phillips, Simon Oxspring, Ben Donne, Catherine Cosgrove, Jason Cupitt, Maria-Teresa Cutino-Moguel, Paul Dark, Chris Dawson, Samir Dervisevic, Andrew Drummond, Andrew Ustianowski, Ingrid DuRand, Ahilanadan Dushianthan, Tristan Dyer, Christopher Fegan, Adam Finn, Duncan Fullerton, Elijah Matovu, Sanjeev Garg, Atul Garg, Effrossyni Gkrania-Klotsas, Elinoor Moore, Jo Godden, Arthur Goldsmith, Clive Graham, Elaine Hardy, Stuart Hartshorn, Daniel Harvey, Peter Havalda, Andrew Workman, Daniel B. Hawcutt, Maria Hobrok, Luke Hodgson, Anil Hormis, Michael Jacobs, Susan Jain, Paul Jennings, Agilan Kaliappan, Vidya Kasipandian, Stephen Kegg, Michael Kelsey, Caroline Kerrison, Ian Kerslake, Oliver Koch, Rosie Baruah, Sheila Morris, Susie Ferguson, Amy Shepherd, Gouri Koduri, George Koshy, Tamas Leiner, Katherine Mortimore, Shondipon Laha, Steven Laird, Susan Larkin, Patrick Lillie, James Limb, Vanessa Linnett, Jeff Little, Mark Lyttle, Emily MacNaughton, Ravish Mankregod, Huw Masson, Katherine McCullough, Ruth McEwen, Lawrence Wilson, Manjula Meda, Jane Minton, Karl Ward, Mariyam Mirfenderesky, Kavya Mohandas, Quen Mok, James Moon, Nigel Capps, Sanal Jose, Patrick Morgan, Craig Morris, Samuel Moses, Mbiye Mpenge, Rohinton Mulla, Michael Murphy, Megan Nagel, Thapas Nagarajan, Mark Nelson, Matthew K. O'Shea, Christoper A. Green, Igor Otahal, Mark Pais, Selva Panchatsharam, Danai Papakonstantinou, Hollie Bancroft, Mary Bellamy, Margaret Carmody, Jacqueline Daglish, Faye Moore, Joanne Rhodes, Mirriam Sangombe, Salma Kadiri, James Scriven, Hassan Paraiso, Brij Patel, Natalie Pattison, Justin Pepperell, Mandeep Phull, Stefania Pintus, Jagtur Singh Pooni, Frank Post, Anna Cavazza, Maeve Cockrell, Eleanor Corcoran, Maria Depante, Clare Finney, Ellen Jerome, Mark McPhail, Monalisa Nayak, Harriet Noble, Kevin O'Reilly, Evita Pappa, Rohit Saha, Sian Saha, John Smith, Abigail Knighton, David Price, Rachel Prout, Nikolas Rae, Henrik Reschreiter, Tim Reynolds, Neil Richardson, Mark Roberts, Devender Roberts, Alistair Rose, Guy Rousseau, Brendan Ryan, Taranprit Saluja, Aarti Shah, Prad Shanmuga, Anil Sharma, Anna Shawcross, Jeremy Sizer, Victoria Bastion, Daphene Clarke, Beena David, Harriet Kent, Rachel Lorusso, Gamu Lubimbi, Sophie Murdoch, Melchizedek Penacerrada, Alastair Thomas, Jennifer Valentine, Ana Vochin, Retno Wulandari, Brice Djeugam, Richard Smith, Catherine Snelson, Tony Whitehouse, Nick Spittle, Nikki Staines, Shico Visuvanathan, Tom Stambach, Richard Stewart, Pradeep Subudhi, Tamas Szakmany, Kate Tatham, Jo Thomas, Chris Thompson, Ascanio Tridente, Mary Twagira, Nick Vallotton, Lisa Vincent-Smith, Alan Vuylsteke, Sam Waddy, Rachel Wake, Andrew Walden, Paul Whittaker, Ashley Whittington, Padmasayee Papineni, Meme Wijesinghe, Stephen Winchester, Martin Wiselka, Adam Wolverson, Daniel G. Wooton, Bryan Yates, Peter Young, Rupert Beale, Charles Hinds, Elvina Gountouna, David J. Porteous, David Harrison, Kathy Rowan, Gavin Band, Paul Klenerman, Julian Knight, Debby Bogaert, Xia Shen, Zhijian Yang, Ranran Zhai, Chenqing Zheng, Cynthia M. Bulik, Mikael Landen, Bengt Fundin, Yang Wu, Jian Yang, Lisa Norman, Riinu Pius, Thomas M. Drake, Cameron J. Fairfield, Stephen R. Knight, Kenneth A. Mclean, Derek Murphy, Catherine A. Shaw, Annemarie B. Docherty, Ewen M. Harrison, Jo Dalton, Michelle Girvan, Egle Saviciute, Stephanie Roberts, Janet Harrison, Laura Marsh, Marie Connor, Sophie Halpin, Clare Jackson, Carrol Gamble, Chloe Donohue, Gary Leeming, Murray Wham, James Scott-Brown, Beatrice Alex, Benjamin Bach, Colin Begg, Antonia Ying Wai Ho, Peter W. Horby, Lowell Ling, David Maslove, Danny McAuley, Hugh Montgomery, Alistair Nichol, Peter J. M. Openshaw, Ryan S. Thwaites, Shona C. Moore, Charlotte Summers, Lisa Armstrong, Hayley Bates, Emma Dooks, Fiona Farquhar, Brigid Hairsine, C. McParland, Sophie Packham, Zoe Alldis, Raine Astin-Chamberlain, Fatima Bibi, Jack Biddle, Sarah Blow, Matthew Bolton, Catherine Borra, Ruth Bowles, Maudrian Burton, Yasmin Choudhury, David Collier, Amber Cox, Amy Easthope, Patrizia Ebano, Stavros Fotiadis, Jana Gurasashvili, Rosslyn Halls, Pippa Hartridge, Delordson Kallon, Jamila Kassam, Ivone Lancoma-Malcolm, Maninderpal Matharu, Peter May, Oliver Mitchelmore, Tabitha Newman, Mital Patel, Jane Pheby, Irene Pinzuti, Zoe Prime, Oleksandra Prysyazhna, Julian Shiel, Melanie Taylor, Carey Tierney, Suzanne Wood, Anne Zak, Olivier Zongo, Miranda Forsey, Anne Nicholson, Joanne Riches, Mark Vertue, Lina Grauslyte, Musarat Hussain, Tatiana Pogreban, Lace Rosaroso, Erika Salciute, George Franke, Joanna Wong, Aparna George, Louise Akeroyd, Shereen Bano, Matt Bromley, Lucy Gurr, Tom Lawton, James Morgan, Kirsten Sellick, Deborah Warren, Brian Wilkinson, Janet McGowan, Camilla Ledgard, Amelia Stacey, Kate Pye, Ruth Bellwood, Michael Bentley, Ronda Loosley, Heather McGuinness, Helen Tench, Rebecca Wolf-Roberts, Sian Gibson, Amanda Lyle, Fiona McNeela, Jayachandran Radhakrishnan, Alistair Hughes, Asifa Ali, Megan Brady, Sam Dale, Annalisa Dance, Lisa Gledhill, Jill Greig, Kathryn Hanson, Kelly Holdroyd, Marie Home, Diane Kelly, Ross Kitson, Lear Matapure, Deborah Melia, Samantha Mellor, Tonicha Nortcliffe, Jez Pinnell, Matthew Robinson, Lisa Shaw, Ryan Shaw, Lesley Thomis, Alison Wilson, Tracy Wood, Lee-Ann Bayo, Ekta Merwaha, Tahira Ishaq, Sarah Hanley, David Antcliffe, Dorota Banach, Stephen Brett, Phoebe Coghlan, Ziortza Fernandez, Anthony Gordon, Roceld Rojo, Sonia Sousa Arias, Maie Templeton, Rajeev Jha, Vinodh Krishnamurthy, Lai Lim, Li Lim, Rehana Bi, Barney Scholefield, Lydia Ashton, Alison Williams, Claire Cheyne, Anne Saunderson, Sam Moultrie, M. Odam, Angela Allan, Felicity Anderson, Callum Kaye, Jade Liew, Jasmine Medhora, Teresa Scott, Erin Trumper, Adriana Botello, Petra Polgarova, Katerina Stroud, Eoghan Meaney, Megan Jones, Anthony Ng, Shruti Agrawal, Nazima Pathan, Deborah White, Esther Daubney, Kay Elston, Robert Parker, Amie Reddy, Ian Turner-Bone, Laura Wilding, Peter Harding, Reni Jacob, Cathy Jones, Craig Denmade, Maria Croft, Ian White, Denise Griffin, Nycola Muchenje, Mcdonald Mupudzi, Richard Partridge, Jo-Anna Conyngham, Rachel Thomas, Mary Wright, Maria Alvarez Corral, Joy Dawson, Sweyn Garrioch, Melanie Tolson, Jonathan Aldridge, Sarah Beavis, Katie Dale, Rachel Gascoyne, Joanne Hawes, Kelly Pritchard, Lesley Stevenson, Amanda Whileman, Anne Cowley, Judith Highgate, Rikki Crawley, Abigail Crew, Mishell Cunningham, Allison Daniels, Laura Harrison, Susan Hope, Ken Inweregbu, Sian Jones, Nicola Lancaster, Jamie Matthews, Alice Nicholson, Gemma Wray, Leonie Benham, Zena Bradshaw, Joanna Brown, Melanie Caswell, Sarah Melling, Stephen Preston, Nicola Slawson, Emma Stoddard, Scott Warden, Edward Combes, Teishel Joefield, Sonja Monnery, Valerie Beech, Sallyanne Trotman, Bridget Hopkins, Laura Thrasyvoulou, Heather Willis, Susan Anderson, Janine Birch, Emma Collins, Kate Hammerton, Ryan O'Leary, Eleanor Andrews, Caroline Abernathy, Louise Foster, Andrew Gratrix, Vicky Martinson, Priyai Parkinson, Elizabeth Stones, Llucia Carbral-Ortega, Ritoo Kapoor, David Loader, Karen Castle, Craig Brandwood, Lara Smith, Richard Clark, Katie Birchall, Laurel Kolakaluri, Deborah Baines, Anila Sukumaran, Megan Meredith, Lucy Morris, Lucy Ryan, Amy Clark, Julia Sampson, Cecilia Peters, Martin Dent, Margaret Langley, Saima Ashraf, Shuying Wei, Angela Andrew, Manish Chablani, Amy Kirkby, Kimberley Netherton, Michelle Bates, Jo Dasgin, Jaspret Gill, Annette Nilsson, Elena Apetri, Cathrine Basikolo, Bethan Blackledge, Laura Catlow, Bethan Charles, Reece Doonan, Jade Harris, Alice Harvey, Daniel Horner, Karen Knowles, Stephanie Lee, Diane Lomas, Chloe Lyons, Tracy Marsden, Danielle McLaughlan, Liam McMorrow, Jessica Pendlebury, Jane Perez, Maria Poulaka, Nicola Proudfoot, Melanie Slaughter, Kathryn Slevin, Vicky Thomas, Danielle Walker, Angiy Michael, Matthew Collis, Martyn Clark, Martina Coulding, Edward Jude, Jacqueline McCormick, Oliver Mercer, Darsh Potla, Hafiz Rehman, Heather Savill, Victoria Turner, Miriam Davey, David Golden, Rebecca Seaman, Jodie Hunt, Joy Dearden, Emma Dobson, Michelle Mulcahy, ,

Summary: The genetic make-up of an individual plays a role in susceptibility and response to viral infections. A global network of researchers identified 13 significant genetic loci associated with SARS-CoV-2 infection and severe COVID-19 cases. Mendelian randomization analyses suggest a causal role for smoking and body-mass index in severe COVID-19. Collaboration among human genetics researchers has allowed for the discovery of novel host genetic factors linked to COVID-19.

NATURE (2021)

Article Computer Science, Information Systems

Synergies between centralized and federated approaches to data quality: a report from the national COVID cohort collaborative

Emily R. Pfaff, Andrew T. Girvin, Davera L. Gabriel, Kristin Kostka, Michele Morris, Matvey B. Palchuk, Harold P. Lehmann, Benjamin Amor, Mark Bissell, Katie R. Bradwell, Sigfried Gold, Stephanie S. Hong, Johanna Loomba, Amin Manna, Julie A. McMurry, Emily Niehaus, Nabeel Qureshi, Anita Walden, Xiaohan Tanner Zhang, Richard L. Zhu, Richard A. Moffitt, Melissa A. Haendel, Christopher G. Chute

Summary: The informatics community collaborated to aggregate clinical data, resulting in the N3C dataset, which revealed and improved data quality issues across 56 data partners, supporting enhanced research analytics locally and in aggregate.

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2022)

Article Genetics & Heredity

Integration of rare expression outlier-associated variants improves polygenic risk prediction

Craig Smail, Nicole M. Ferraro, Qin Hui, Matthew G. Durrant, Matthew Aguirre, Yosuke Tanigawa, Marissa R. Keever-Keigher, Abhiram S. Rao, Johanne M. Justesen, Xin Li, Michael J. Gloudemans, Themistocles L. Assimes, Charles Kooperberg, Alexander P. Reiner, Jie Huang, Christopher J. O'Donnell, Yan V. Sun, Manuel A. Rivas, Stephen B. Montgomery

Summary: This study developed a method to integrate the impact of rare variants into polygenic risk scores (PRSs) for complex traits and diseases. By identifying rare variants associated with outlier gene expression, they found that these variants had a significant impact on predicting the risk of obesity and bariatric surgery. This research highlights the importance of considering rare variants in risk assessment for various diseases and traits.

AMERICAN JOURNAL OF HUMAN GENETICS (2022)

Article Biochemistry & Molecular Biology

Cannabinoid receptor 1 antagonist genistein attenuates marijuana-induced vascular inflammation

Tzu-Tang Wei, Mark Chandy, Masataka Nishiga, Angela Zhang, Kaavya Krishna Kumar, Dilip Thomas, Amit Manhas, Siyeon Rhee, Johanne Marie Justesen, Ian Y. Chen, Hung-Ta Wo, Saereh Khanamiri, Johnson Y. Yang, Frederick J. Seidl, Noah Z. Burns, Chun Liu, Nazish Sayed, Jiun-Jie Shie, Chih-Fan Yeh, Kai-Chien Yang, Edward Lau, Kara L. Lynch, Manuel Rivas, Brian K. Kobilka, Joseph C. Wu

Summary: Marijuana use is associated with an increased risk of cardiovascular disease. Inhibition of the CB1 receptor and modulation of inflammation and oxidative stress can alleviate this risk.
Article Genetics & Heredity

High heritability of ascending aortic diameter and trans-ancestry prediction of thoracic aortic disease

Catherine Tcheandjieu, Ke Xiao, Helio Tejeda, Julie A. Lynch, Sanni Ruotsalainen, Tiffany Bellomo, Madhuri Palnati, Renae Judy, Derek Klarin, Rachel L. Kember, Shefali Verma, Aarno Palotie, Mark Daly, Marylyn Ritchie, Daniel J. Rader, Manuel A. Rivas, Philip Tsao, Scott Damrauer, James R. Priest

Summary: This study used automated extraction of ascending aortic diameter from cardiac magnetic resonance images and conducted a genome-wide association study. The polygenic score constructed from multiple loci was able to predict the risk of thoracic aortic aneurysm in different populations. Additionally, the study revealed the causal role of blood pressure in reducing aortic dilation.

NATURE GENETICS (2022)

Article Genetics & Heredity

Significant sparse polygenic risk scores across 813 traits in UK Biobank

Yosuke Tanigawa, Junyang Qian, Guhan Venkataraman, Johanne Marie Justesen, Ruilin Li, Robert Tibshirani, Trevor Hastie, Manuel A. Rivas

Summary: We conducted a systematic assessment of polygenic risk score (PRS) prediction for over 1,500 traits using genetic and phenotype data from the UK Biobank. We found that sparse PRS models showed significant incremental predictive performance and that the number of genetic variants selected in the model correlated with predictive performance. However, the transferability of sparse PRS models trained on European individuals to non-European individuals in the UK Biobank was limited.

PLOS GENETICS (2022)

Correction Biochemistry & Molecular Biology

Cannabinoid receptor 1 antagonist genistein attenuates marijuana-induced vascular inflammation (vol 185, pg 1676, 2022)

Tzu-Tang Wei, Mark Chandy, Masataka Nishiga, Angela Zhang, Kaavya Krishna Kumar, Dilip Thomas, Amit Manhas, Siyeon Rhee, Johanne Marie Justesen, Ian Y. Chen, Hung-Ta Wo, Saereh Khanamiri, Johnson Y. Yang, Frederick J. Seidl, Noah Z. Burns, Chun Liu, Nazish Sayed, Jiun-Jie Shie, Chih-Fan Yeh, Kai-Chien Yang, Edward Lau, Kara L. Lynch, Manuel Rivas, Brian K. Kobilka, Joseph C. Wu

Article Genetics & Heredity

Large-scale sequencing identifies multiple genes and rare variants associated with Crohn's disease susceptibility

Aleksejs Sazonovs, Christine R. Stevens, Guhan R. Venkataraman, Kai Yuan, Brandon Avila, Maria T. Abreu, Tariq Ahmad, Matthieu Allez, Ashwin N. Ananthakrishnan, Gil Atzmon, Aris Baras, Jeffrey C. Barrett, Nir Barzilai, Laurent Beaugerie, Ashley Beecham, Charles N. Bernstein, Alain Bitton, Bernd Bokemeyer, Andrew Chan, Daniel Chung, Isabelle Cleynen, Jacques Cosnes, David J. Cutler, Allan Daly, Oriana M. Damas, Lisa W. Datta, Noor Dawany, Marcella Devoto, Sheila Dodge, Eva Ellinghaus, Laura Fachal, Martti Farkkila, William Faubion, Manuel Ferreira, Denis Franchimont, Stacey B. Gabriel, Tian Ge, Michel Georges, Kyle Gettler, Mamta Giri, Benjamin Glaser, Siegfried Goerg, Philippe Goyette, Daniel Graham, Eija Hamalainen, Talin Haritunians, Graham A. Heap, Mikko Hiltunen, Marc Hoeppner, Julie E. Horowitz, Peter Irving, Vivek Iyer, Chaim Jalas, Judith Kelsen, Hamed Khalili, Barbara S. Kirschner, Kimmo Kontula, Jukka T. Koskela, Subra Kugathasan, Juozas Kupcinskas, Christopher A. Lamb, Matthias Laudes, Chloe Levesque, Adam P. Levine, James D. Lewis, Claire Liefferinckx, Britt-Sabina Loescher, Edouard Louis, John Mansfield, Sandra May, Jacob L. McCauley, Emebet Mengesha, Myriam Mni, Paul Moayyedi, Christopher J. Moran, Rodney D. Newberry, Sirimon O'Charoen, David T. Okou, Bas Oldenburg, Harry Ostrer, Aarno Palotie, Jean Paquette, Joel Pekow, Inga Peter, Marieke J. Pierik, Cyriel Y. Ponsioen, Nikolas Pontikos, Natalie Prescott, Ann E. Pulver, Souad Rahmouni, Daniel L. Rice, Paivi Saavalainen, Bruce Sands, R. Balfour Sartor, Elena R. Schiff, Stefan Schreiber, L. Philip Schumm, Anthony W. Segal, Philippe Seksik, Rasha Shawky, Shehzad Z. Sheikh, Mark S. Silverberg, Alison Simmons, Jurgita Skeiceviciene, Harry Sokol, Matthew Solomonson, Hari Somineni, Dylan Sun, Stephan Targan, Dan Turner, Holm H. Uhlig, Andrea E. van der Meulen, Severine Vermeire, Sare Verstockt, Michiel D. Voskuil, Harland S. Winter, Justine Young, Richard H. Duerr, Andre Franke, Steven R. Brant, Judy Cho, Rinse K. Weersma, Miles Parkes, Ramnik J. Xavier, Manuel A. Rivas, John D. Rioux, Dermot P. B. McGovern, Hailiang Huang, Carl A. Anderson, Mark J. Daly

Summary: Genome-wide association studies have identified new risk variants and susceptibility genes for Crohn's disease. These studies highlight the crucial role of immune cells and autophagy in the development of Crohn's disease, and also emphasize the importance of mesenchymal cells in intestinal inflammation.

NATURE GENETICS (2022)

Article Multidisciplinary Sciences

Deconvoluting complex correlates of COVID-19 severity with a multi-omic pandemic tracking strategy

Victoria N. Parikh, Alexander G. Ioannidis, David Jimenez-Morales, John E. Gorzynski, Hannah N. De Jong, Xiran Liu, Jonasel Roque, Victoria P. Cepeda-Espinoza, Kazutoyo Osoegawa, Chris Hughes, Shirley C. Sutton, Nathan Youlton, Ruchi Joshi, David Amar, Yosuke Tanigawa, Douglas Russo, Justin Wong, Jessie T. Lauzon, Jacob Edelson, Daniel Mas Montserrat, Yongchan Kwon, Simone Rubinacci, Olivier Delaneau, Lorenzo Cappello, Jaehee Kim, Massa J. Shoura, Archana N. Raja, Nathaniel Watson, Nathan Hammond, Elizabeth Spiteri, Kalyan C. Mallempati, Gonzalo Montero-Martin, Jeffrey Christle, Jennifer Kim, Anna Kirillova, Kinya Seo, Yong Huang, Chunli Zhao, Sonia Moreno-Grau, Steven G. Hershman, Karen P. Dalton, Jimmy Zhen, Jack Kamm, Karan D. Bhatt, Alina Isakova, Maurizio Morri, Thanmayi Ranganath, Catherine A. Blish, Angela J. Rogers, Kari Nadeau, Samuel Yang, Andra Blomkalns, Ruth O'Hara, Norma F. Neff, Christopher DeBoever, Sandor Szalma, Matthew T. Wheeler, Christian M. Gates, Kyle Farh, Gary P. Schroth, Phil Febbo, Francis DeSouza, Omar E. Cornejo, Marcelo Fernandez-Vina, Amy Kistler, Julia A. Palacios, Benjamin A. Pinsky, Carlos D. Bustamante, Manuel A. Rivas, Euan A. Ashley

Summary: This study investigates the impact of the SARS-CoV-2 pandemic on different populations based on race and ethnicity. Using a multi-omic approach, the researchers analyze viral and host genomes and transcriptomes from individuals in Northern California. The findings reveal genetic factors associated with COVID-19 severity and provide insights into the epidemiological and biological associations for individuals at the highest risk.

NATURE COMMUNICATIONS (2022)

Review Medicine, Research & Experimental

Recommended practices and ethical considerations for natural language processing-assisted observational research: A scoping review

Sunyang Fu, Liwei Wang, Sungrim Moon, Nansu Zong, Huan He, Vikas Pejaver, Rose Relevo, Anita Walden, Melissa Haendel, Christopher G. Chute, Hongfang Liu

Summary: An increasing number of studies are using natural language processing (NLP) to extract clinical information from electronic health records (EHRs) for observational research. However, there is currently a lack of standardized reporting guidelines for NLP-assisted observational studies, which may lead to ambiguity, knowledge gaps, and reproducibility challenges. To address these issues, a scoping review was conducted to examine the reporting practices of NLP-assisted observational studies, revealing a high variation in reporting practices, including inconsistent use of references, variation in reporting location, and different levels of detail in NLP methodology and evaluation.

CTS-CLINICAL AND TRANSLATIONAL SCIENCE (2023)

Article Multidisciplinary Sciences

Community risks for SARS-CoV-2 infection among fully vaccinated US adults by rurality: A retrospective cohort study from the National COVID Cohort Collaborative

Alfred Jerrod Anzalone, Jing Sun, Amanda J. Vinson, William H. Beasley, William B. Hillegass, Kimberly Murray, Brian M. Hendricks, Melissa Haendel, Carol Reynolds Geary, Kristina L. Bailey, Corrine K. Hanson, Lucio Miele, Ronald Horswell, Julie A. McMurry, J. Zachary Porterfield, Michael T. Vest, H. Timothy Bunnell, Jeremy R. Harper, Bradley S. Price, Susan L. Santangelo, Clifford J. Rosen, James C. McClay, Sally L. Hodder

Summary: This study found that community factors impact the risk of breakthrough SARS-CoV-2 infections after vaccination, with higher risks observed in rural areas and counties with high vaccine hesitancy. It emphasizes the importance of targeting interventions and providing consistent guidance to these communities.

PLOS ONE (2023)

Article Cell Biology

SGLT2 inhibitor ameliorates endothelial dysfunction associated with the common ALDH2 alcohol flushing variant

Hongchao Guo, Xuan Yu, Yu Liu, David T. Paik, Johanne Marie Justesen, Mark Chandy, James W. S. Jahng, Tiejun Zhang, Weijun Wu, Freeborn Rwere, Shane Rui Zhao, Suman Pokhrel, Rabindra V. Shivnaraine, Souhrid Mukherjee, Daniel J. Simon, Amit Manhas, Angela Zhang, Che-Hong Chen, Manuel A. Rivas, Eric R. Gross, Daria Mochly-Rosen, Joseph C. Wu

Summary: The common ALDH2*2 variant affects around 8% of the global population and is associated with a severe loss of ALDH2 enzymatic activity and an increased risk of CAD. Empagliflozin, an SGLT2 inhibitor, has been shown to improve EC dysfunction caused by ALDH2*2, suggesting a potential preventive measure against CAD.

SCIENCE TRANSLATIONAL MEDICINE (2023)

Article Computer Science, Information Systems

Clinical encounter heterogeneity and methods for resolving in networked EHR data: a study from N3C and RECOVER programs

Peter Leese, Adit Anand, Andrew Girvin, Amin Manna, Saaya Patel, Yun Jae Yoo, Rachel Wong, Melissa Haendel, Christopher G. Chute, Tellen Bennett, Janos Hajagos, Emily Pfaff, Richard Moffitt

Summary: This article presents a novel, generalizable method for resolving encounter heterogeneity for analysis by combining related atomic encounters into composite macrovisits, addressing the interpretability and usability issues of clinical encounter data.

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2023)

Article Mathematical & Computational Biology

Ontology Development Kit: a toolkit for building, maintaining and standardizing biomedical ontologies

Nicolas Matentzoglu, Damien Goutte-Gattat, Shawn Zheng Kai Tan, James P. Balhoff, Seth Carbon, Anita R. Caron, William D. Duncan, Joe E. Flack, Melissa Haendel, Nomi L. Harris, William R. Hogan, Charles Tapley Hoyt, Rebecca C. Jackson, HyeongSik Kim, Huseyin Kir, Martin Larralde, Julie A. McMurry, James A. Overton, Bjoern Peters, Clare Pilgrim, Ray Stefancsik, Sofia M. C. Robb, Sabrina Toro, Nicole A. Vasilevsky, Ramona Walls, Christopher J. Mungall, David Osumi-Sutherland

Summary: This article discusses the complex workflows involved in managing the ontology life cycle and the diverse set of tools required for this process. Standardizing release practices and quality standards are crucial in the biomedical domain to enable interoperability. The article also provides an overview of the Ontology Development Kit (ODK) and its practical applications.

DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION (2022)

No Data Available